2025 "constraint satisfaction" Papers

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Efficient Action-Constrained Reinforcement Learning via Acceptance-Rejection Method and Augmented MDPs

Wei Hung, Shao-Hua Sun, Ping-Chun Hsieh

ICLR 2025posterarXiv:2503.12932
3
citations

FSNet: Feasibility-Seeking Neural Network for Constrained Optimization with Guarantees

Hoang Nguyen, Priya Donti

NEURIPS 2025posterarXiv:2506.00362
3
citations

Geometric Algorithms for Neural Combinatorial Optimization with Constraints

Nikolaos Karalias, Akbar Rafiey, Yifei Xu et al.

NEURIPS 2025posterarXiv:2510.24039

Guaranteed Generation from Large Language Models

Minbeom Kim, Thibaut Thonet, Jos Rozen et al.

ICLR 2025posterarXiv:2410.06716
4
citations

Physics-Constrained Flow Matching: Sampling Generative Models with Hard Constraints

Utkarsh Utkarsh, Pengfei Cai, Alan Edelman et al.

NEURIPS 2025posterarXiv:2506.04171
14
citations

Teaching Models to Improve on Tape

Liat Bezalel, Eyal Orgad, Amir Globerson

AAAI 2025paperarXiv:2411.01483